How to make the same thickness in several places?
You could try to extrude with the Shrink/Fatten mode: Select your mesh, press altE, choose the Along Normals mode, drag the extrusion, then in the last operation box (bottom left) enable Offset Even.

(You could also use a Solidify modifier, in this case, enable its Even Thickness option)